Title :
Shortest path problem with cache dependent path lengths
Author :
Fu, Zhaohui ; Kurnia, A. ; Lim, Andrew ; Rodrigues, IBrian
Author_Institution :
Dept. of Comput. Sci., Nat. Univ. of Singapore, Singapore
Abstract :
Here, we are motivated by the problem of finding the shortest path in a network when traversing Web pages where cache size determines path length. The shortest path problem with cache-dependent path lengths is shown to be NP-complete. It is a new problem for which we propose several effective heuristics, including a Dijkstra heuristic, genetic algorithms and tabu search.
Keywords :
Internet; cache storage; computational complexity; genetic algorithms; search problems; Dijkstra heuristic; NP-complete; Web pages traversal; cache-dependent path length; genetic algorithm; shortest path problem; tabu search; Computer network management; Computer science; Costs; Drives; Genetics; HTML; Protocols; Shortest path problem; Stochastic processes; World Wide Web;
Conference_Titel :
Evolutionary Computation, 2003. CEC '03. The 2003 Congress on
Print_ISBN :
0-7803-7804-0
DOI :
10.1109/CEC.2003.1299437